Dieng, Awa

6 publications

NeurIPS 2025 Understanding Challenges to the Interpretation of Disaggregated Evaluations of Algorithmic Fairness Stephen R Pfohl, Natalie Harris, Chirag Nagpal, David Madras, Vishwali Mhasawade, Olawale Elijah Salaudeen, Awa Dieng, Shannon Sequeira, Santiago Eduardo Arciniegas, Lillian Sung, Nnamdi Peter Okechukwu Ezeanochie, Heather Cole-Lewis, Katherine A Heller, Sanmi Koyejo, Alexander Nicholas D'Amour

NeurIPSW 2024 Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases Mercy Nyamewaa Asiedu, Nenad Tomasev, Chintan Ghate, Tiya Tiyasirichokchai, Awa Dieng, Geoffrey Siwo, Steve Adudans, Oluwatosin Wuraola Akande, Katherine A Heller

NeurIPSW 2024 Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases Mercy Nyamewaa Asiedu, Nenad Tomasev, Chintan Ghate, Tiya Tiyasirichokchai, Awa Dieng, Oluwatosin Wuraola Akande, Geoffrey Siwo, Steve Adudans, Sylvanus Oliver Aitkins, Odianosen Ehiakhamen, Eric M. Ndombi, Katherine A Heller

ICLRW 2023 Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa Mercy Nyamewaa Asiedu, Awa Dieng, Abigail Oppong, Maria Nagawa, Oluwasanmi O Koyejo, Katherine A Heller

NeurIPS 2022 Diagnosing Failures of Fairness Transfer Across Distribution Shift in Real-World Medical Settings Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour

AISTATS 2019 Interpretable Almost-Exact Matching for Causal Inference Awa Dieng, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky